{"id":"W7022042448","doi":"","title":"Erik R. Lindbergh","year":2021,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thriving; Craft; Plan (archaeology); Siege; Plank; Wife; Carving; German; Cruise","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000158789,0.0002595932,0.0002769824,0.0001108922,0.0004953272,0.0001635392,0.0008258063,0.0002713585,0.002046739],"category_scores_gemma":[0.0003198303,0.0002839743,0.0001537042,0.001329856,0.0006171405,0.001757671,0.001302725,0.0009007551,0.001621722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758552,"about_ca_system_score_gemma":0.00006586168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004805466,"about_ca_topic_score_gemma":0.0002653047,"domain_scores_codex":[0.9979841,0.0001549624,0.0001995011,0.000649936,0.00041821,0.0005932872],"domain_scores_gemma":[0.9986137,0.0001792372,0.00006350475,0.0008052228,0.00004689179,0.0002915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004385846,0.002591898,0.1488257,0.00005202026,0.0003368321,0.01074283,0.0004087137,0.001357789,0.0902193,0.481485,0.01889935,0.244642],"study_design_scores_gemma":[0.001556416,0.0002405243,0.04829387,0.0000427149,0.0001025227,0.0001177272,0.0008696605,0.0003301796,0.01862812,0.01550145,0.9134036,0.0009131748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5528086,0.0003850925,0.0249076,0.006123684,0.0003834743,0.0003500893,0.00004601219,0.001164636,0.4138308],"genre_scores_gemma":[0.9633181,0.000080807,0.01283402,0.000450025,0.00002714924,0.000001594108,0.00001953512,0.00002757848,0.02324121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8945043,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815695076446903,"score_gpt":0.2040329681151849,"score_spread":0.1858760173507159,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}